Detecting mental distresses using social behavior analysis in the context of covid-19: A survey

S Dhelim, L Chen, SK Das, H Ning, C Nugent… - ACM Computing …, 2023 - dl.acm.org
Online social media provides a channel for monitoring people's social behaviors from which
to infer and detect their mental distresses. During the COVID-19 pandemic, online social …

Examining the impact of sharing COVID-19 misinformation online on mental health

G Verma, A Bhardwaj, T Aledavood… - Scientific Reports, 2022 - nature.com
Misinformation about the COVID-19 pandemic proliferated widely on social media platforms
during the course of the health crisis. Experts have speculated that consuming …

A systematic review of ethics disclosures in predictive mental health research

LH Ajmani, S Chancellor, B Mehta, C Fiesler… - Proceedings of the …, 2023 - dl.acm.org
Applied machine learning (ML) has not yet coalesced on standard practices for research
ethics. For ML that predicts mental illness using social media data, ambiguous ethical …

Affective image content analysis: Two decades review and new perspectives

S Zhao, X Yao, J Yang, G Jia, G Ding… - … on Pattern Analysis …, 2021 - ieeexplore.ieee.org
Images can convey rich semantics and induce various emotions in viewers. Recently, with
the rapid advancement of emotional intelligence and the explosive growth of visual data …

Automatic detection of depression symptoms in twitter using multimodal analysis

R Safa, P Bayat, L Moghtader - The Journal of Supercomputing, 2022 - Springer
Depression is the most prevalent mental disorder that can lead to suicide. Due to the
tendency of people to share their thoughts on social platforms, social data contain valuable …

Understanding and measuring psychological stress using social media

SC Guntuku, A Buffone, K Jaidka… - Proceedings of the …, 2019 - ojs.aaai.org
A body of literature has demonstrated that users' mental health conditions, such as
depression and anxiety, can be predicted from their social media language. There is still a …

hubungan Loneliness dan Quarter life crisis pada dewasa awal

RA Artiningsih, SI Savira - Character: Jurnal Penelitian …, 2021 - ejournal.unesa.ac.id
Quarter life crisis merupakan fenomena krisis emosional akibat ketidaksiapan individu
dalam masa emerging adulthood. Isolasi yang dilakukan individu ketika terjebak dalam …

[HTML][HTML] Detection of suicidal ideation on social media: multimodal, relational, and behavioral analysis

D Ramírez-Cifuentes, A Freire, R Baeza-Yates… - Journal of medical …, 2020 - jmir.org
Background Suicide risk assessment usually involves an interaction between doctors and
patients. However, a significant number of people with mental disorders receive no …

Multimodal categorization of crisis events in social media

M Abavisani, L Wu, S Hu… - Proceedings of the …, 2020 - openaccess.thecvf.com
Recent developments in image classification and natural language processing, coupled with
the rapid growth in social media usage, have enabled fundamental advances in detecting …

Discovering the cognition behind language: Financial metaphor analysis with MetaPro

R Mao, K Du, Y Ma, L Zhu… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Metaphors frequently appear in financial news headlines due to their ability to effectively
convey complex financial concepts and market trends in a concise and memorable manner …